2 дня назад
R&D Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
R&D Engineer (AI): Designing and developing neural network architectures for YOLO models with an accent on computer vision, model efficiency, and performance. Focus on implementing cutting-edge research papers, optimizing accuracy and latency, and building production-ready open-source vision systems.
Location: Remote
Company
is a leading AI company simplifying computer vision through the development of open-source YOLO models used by millions of developers worldwide.
What you will do
- Research and design novel neural network architectures for next-generation YOLO models.
- Develop core components including backbones, necks, heads, and attention modules.
- Implement and extend cutting-edge research papers into working model architectures from scratch.
- Run rigorous ablation studies and large-scale architecture experiments across standard benchmarks.
- Improve accuracy, latency, and scaling through distillation, pruning, and quantization-aware design.
- Partner with R&D and engineering teams to turn research ideas into production-ready open-source models.
Requirements
- 5+ years of hands-on experience in computer vision and deep learning with architecture design expertise.
- Proven success building models from the ground up.
- Expert-level Python and deep proficiency in PyTorch, including custom layers and training loops.
- Strong command of convolutions, attention, normalization, optimization, and loss design.
- Ability to read research papers and implement them faithfully and efficiently from scratch.
- Experience with efficiency research such as quantization, pruning, or distillation.
Nice to have
- Published research at venues such as CVPR, ICCV, ECCV, NeurIPS, or ICLR.
- Experience with distributed training, mixed precision, CUDA profiling, or model deployment.
- Active open-source presence with architecture-focused repositories.
- Familiarity with the Python package, documentation, or community forum.
Culture & Benefits
- Competitive salary and equity packages.
- Flexible working hours and generous time off (24 vacation days plus birthday off).
- High-end hardware: Apple MacBook Air/Pro, Apple Studio Display, and AirPods Pro 3.
- Dedicated budget for personal and professional growth.
- Opportunity to work on high-impact AI projects that shape the future of vision AI.
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